Mosquito Detection Image Dataset
Versions
2023-11-07 12:43am
v16
Nov 7, 2023
2023-08-29 12:12am
v15
Aug 29, 2023
2023-06-09 2:22pm
v14
Jun 9, 2023
2023-05-14 10:29pm
v13
May 15, 2023
2023-04-24 1:15pm
v12
Apr 24, 2023
2022-11-07 3:25pm
v11
Nov 7, 2022
2022-10-09 4:54pm
v10
Oct 9, 2022
2022-08-08 3:56pm
v9
Aug 8, 2022
M1 - M2
v8
Jun 23, 2022
Fixed Annotations
v7
Jun 16, 2022
2022-06-15 6:08pm
v6
Jun 15, 2022
2022-06-15 6:07pm
v5
Jun 15, 2022
2022-06-15 6:06pm
v4
Jun 15, 2022
v2
v2
Jun 15, 2022
v1
v1
Jun 15, 2022
v15
2023-08-29 12:12am
Generated on Aug 29, 2023
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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6107 Total Images
View All Images
Dataset Split
Train Set 89%
5421Images
Valid Set 7%
429Images
Test Set 4%
257Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Brightness: Between -5% and +5%
Exposure: Between -1% and +1%
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